Brenda Praggastis

According to our database, Brenda Praggastis authored at least 19 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

HyperNetX: A Python package for modeling complex network data as hypergraphs.

Brenda Praggastis, Sinan Aksoy, Dustin Arendt, Mark Bonicillo, Cliff A. Joslyn, Emilie Purvine, Madelyn Shapiro, Ji Young Yun

J. Open Source Softw., April, 2024

2023

Experimental Observations of the Topology of Convolutional Neural Network Activations.

Emilie Purvine, Davis Brown, Brett A. Jefferson, Cliff A. Joslyn, Brenda Praggastis, Archit Rathore, Madelyn Shapiro, Bei Wang, Youjia Zhou

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

The SVD of Convolutional Weights: A CNN Interpretability Framework.

Brenda Praggastis, Davis Brown, Carlos Ortiz Marrero, Emilie Purvine, Madelyn Shapiro, Bei Wang

CoRR, 2022

High-order Line Graphs of Non-uniform Hypergraphs: Algorithms, Applications, and Experimental Analysis.

Xu T. Liu, Jesun Firoz, Sinan Aksoy, Ilya Amburg, Andrew Lumsdaine, Cliff A. Joslyn, Brenda Praggastis, Assefaw H. Gebremedhin

Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

2021

Hypergraph models of biological networks to identify genes critical to pathogenic viral response.

Song Feng, Emily Heath, Brett A. Jefferson, Cliff A. Joslyn, Henry Kvinge, Hugh D. Mitchell, Brenda Praggastis, Amie J. Eisfeld, Amy C. Sims, Larissa B. Thackray, Shufang Fan, Kevin B. Walters, Peter J. Halfmann, Danielle Westhoff-Smith, Qing Tan, Vineet D. Menachery, Timothy P. Sheahan, Adam S. Cockrell, Jacob F. Kocher, Kelly G. Stratton, Natalie C. Heller, Lisa M. Bramer, Michael S. Diamond, Ralph S. Baric, Katrina M. Waters, Yoshihiro Kawaoka, Jason E. McDermott, Emilie Purvine

BMC Bioinform., 2021

Parallel Algorithms for Efficient Computation of High-Order Line Graphs of Hypergraphs.

Xu T. Liu, Jesun Firoz, Andrew Lumsdaine, Cliff A. Joslyn, Sinan Aksoy, Brenda Praggastis, Assefaw H. Gebremedhin

Proceedings of the 28th IEEE International Conference on High Performance Computing, 2021

2020

A Sheaf Theoretical Approach to Uncertainty Quantification of Heterogeneous Geolocation Information.

Cliff A. Joslyn, Lauren Charles, Chris DePerno, Nicholas Gould, Kathleen Nowak, Brenda Praggastis, Emilie Purvine, Michael Robinson, Jennifer Strules, Paul Whitney

Sensors, 2020

Hypernetwork science via high-order hypergraph walks.

Sinan G. Aksoy, Cliff A. Joslyn, Carlos Ortiz Marrero, Brenda Praggastis, Emilie Purvine

EPJ Data Sci., 2020

Efficient Computation of High-Order Line Graphs of Hypergraphs.

Jesun Firoz, Xu T. Liu, Andrew Lumsdaine, Cliff A. Joslyn, Brenda Praggastis, Assefaw Hadish Gebremedhin

CoRR, 2020

Hypernetwork Science: From Multidimensional Networks to Computational Topology.

Cliff A. Joslyn, Sinan Aksoy, Tiffany J. Callahan, Lawrence E. Hunter, Brett A. Jefferson, Brenda Praggastis, Emilie A. H. Purvine, Ignacio J. Tripodi

CoRR, 2020

Hypergraph Analytics of Domain Name System Relationships.

Cliff A. Joslyn, Sinan Aksoy, Dustin Arendt, Jesun Firoz, Louis Jenkins, Brenda Praggastis, Emilie Purvine, Marcin Zalewski

Proceedings of the Algorithms and Models for the Web Graph - 17th International Workshop, 2020

Computing Hypergraph Homology in Chapel.

Jesun Sahariar Firoz, Louis Jenkins, Cliff A. Joslyn, Brenda Praggastis, Emilie Purvine, Mark Raugas

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Systematic Evaluation of Backdoor Data Poisoning Attacks on Image Classifiers.

Loc Truong, Chace Jones, Brian Hutchinson, Andrew August, Brenda Praggastis, Robert Jasper, Nicole Nichols, Aaron Tuor

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

ReLVis: Visual Analytics for Situational Awareness During Reinforcement Learning Experimentation.

Emily Saldanha, Brenda Praggastis, Todd Billow, Dustin Lockhart Arendt

Proceedings of the 21st Eurographics Conference on Visualization, 2019

2018

HyperThesis: Topological Hypothesis Management in a Hypergraph Knowledgebase.

Cliff A. Joslyn, Michael Robinson, J. Smart, Khushbu Agarwal, David Bridgeland, Adam Brown, Sutanay Choudhury, Brett A. Jefferson, Brenda Praggastis, Emilie Purvine, William P. Smith, Dimitri Zarzhitsky

Proceedings of the 2018 Text Analysis Conference, 2018

A Topological Approach to Representational Data Models.

Emilie Purvine, Sinan G. Aksoy, Cliff A. Joslyn, Kathleen Nowak, Brenda Praggastis, Michael Robinson

Proceedings of the Human Interface and the Management of Information. Interaction, Visualization, and Analytics, 2018

2016

Maximal Sections of Sheaves of Data over an Abstract Simplicial Complex.

Brenda Praggastis

CoRR, 2016

Towards A Cache-Enabled, Order-Aware, Ontology-Based Stream Reasoning Framework.

Rui Yan, Brenda Praggastis, William P. Smith, Deborah L. McGuinness

Proceedings of the Workshop on Linked Data on the Web, 2016

2015

Towards Smart Cache Management for Ontology Based, History-Aware Stream Reasoning.

Rui Yan, Brenda Praggastis, William P. Smith, Deborah L. McGuinness

Proceedings of the 5th Workshop on Linked Science 2015, 2015